Abstract: This application discloses an information display method and apparatus, a device, a storage medium, and a program product, relating to the field of computer and Internet technologies. The method includes displaying an interface presenting a map of a geographic region; displaying at least one information label related to the geographic region in the interface, and marking a geographic location associated with the information label on the map, each information label corresponding to at least one piece of information; and displaying information corresponding to a target information label in response to an operation on the target information label.

Abstract: The disclosed embodiments provide a system for processing data. During operation, the system identifies candidates for opportunities in a domain based on communication between the candidates and moderators of the opportunities. Next, the system determines a set of skills as representative of talent in the domain based on occurrences of the set of skills in attributes of the candidates. The system then identifies additional candidates with experience in the domain based on overlap between additional attributes of the additional candidates and the set of skills. Finally, the system outputs the additional candidates as recommendations to additional moderators of additional opportunities in the domain.

Abstract: The disclosed embodiments provide a system for processing data. During operation, the system determines activity features for candidates that match parameters of a search from a moderator of an opportunity, wherein the activity features include an amount of interaction between a candidate and additional moderators and a frequency of visits by the candidate to a platform used to conduct the interaction between the candidate and the additional moderators. Next, the system applies a machine learning model to the activity features to produce activeness scores representing levels of activity of the candidates with respect to the platform. The system then generates a ranking of the candidates according to the activeness scores. Finally, the system outputs at least a portion of the ranking as a set of search results of the search.

Abstract: In order to increase engagement of members with other members in the on-line social network system, a connection suggestions system is provided to help members effortlessly explore and connect with groups of people similar to them. In one embodiment, the connection suggestions system is configured to generate so-called cohorts of member profiles with respect to a subject member profile and include a visualization of the cohorts in a suggested network user interface (UI). The suggested network UI is generated to also include one or more visual controls actionable to permit the subject member to submit a connection request with respect to one or more of the member profiles included in the cohort.